Episode Details

What happens when a seasoned hedge fund executive applies decades of institutional investing experience to building AI-powered software for the world's most sophisticated financial firms?

In this episode of Silicon Valley Successes, host Shawn Flynn sits down with Jan Szilagyi, Founder and CEO of Reflexivity, to explore the intersection of artificial intelligence, capital markets, and enterprise software.

Drawing from his unique career spanning both hedge funds and technology startups, Jan shares what it takes to build software for one of the most demanding customer bases in the world—professional investors managing billions of dollars. He explains why today's competitive advantage is shifting from simply having access to information to asking better questions, and how AI is transforming the investment process.

The conversation explores how hedge funds are evolving in the age of generative AI, what institutional investors are actually looking for from AI platforms, and how founders can avoid common mistakes when building and pricing AI-driven software products.

Jan also discusses the realities of selling enterprise AI solutions in an increasingly crowded market, why customer education has become one of the biggest challenges for AI startups, and how Reflexivity helps investment firms uncover insights that traditional research methods often overlook.

Whether you're building an AI company, investing in technology, or simply curious about how artificial intelligence is reshaping financial markets, this episode offers practical insights from someone who has successfully navigated both Wall Street and Silicon Valley.

• Jan Szilagyi's journey from hedge funds to technology entrepreneur
• What life inside a modern hedge fund is really like
• How AI is changing institutional investing
• Why asking better questions is becoming more valuable than having more data
• Identifying investment opportunities with AI
• Building versus buying enterprise software
• The future of AI-powered investment research
• Educating enterprise customers on AI adoption
• Converting AI curiosity into measurable business value
• Pricing strategies for early-stage AI software companies
• Lessons learned selling into sophisticated financial institutions
• How Reflexivity helps investors uncover hidden market insights

• AI is becoming a force multiplier rather than a replacement for human judgment.
• The firms that ask better questions will outperform those with simply more data.
• Enterprise AI adoption depends as much on trust and workflow integration as model performance.
• Pricing AI software should evolve as customer value and product intelligence increase.
• Building for institutional investors requires exceptional reliability, transparency, and measurable outcomes.

Jan Szilagyi is the Founder and CEO of Reflexivity, an AI-powered platform designed to help institutional investors and financial professionals extract deeper insights from vast amounts of information. With a background spanning hedge funds and technology entrepreneurship, Jan combines expertise in investing, data analysis, and artificial intelligence to build tools that improve investment research and decision-making.

This episode is ideal for:

• Startup founders

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